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MixRF (version 1.0)

A Random-Forest-Based Approach for Imputing Clustered Incomplete Data

Description

It offers random-forest-based functions to impute clustered incomplete data. The package is tailored for but not limited to imputing multitissue expression data, in which a gene's expression is measured on the collected tissues of an individual but missing on the uncollected tissues.

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Install

install.packages('MixRF')

Monthly Downloads

144

Version

1.0

License

GPL

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Last Published

April 6th, 2016

Functions in MixRF (1.0)

MixRF.impute

Impute a large number of genes using the MixRF algorithm with parallel computing
sim

Simulated data list
MixRF-package

A random-forest-based algorithm for imputing clustered incomplete data
MixRF

Mixed Random Forest